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spec-driven-development

NextSpark is a modular developer speed booster pack for Next.js that enhances workflow efficiency, accelerates development, and reduces friction without requiring migration or changes to existing projects. It integrates directly into existing Next.js applications to provide smarter tooling, faster iteration, improved debugging, and optional performance and workflow modules designed to help developers build and ship faster. https://roxanneardary.com/nextspark/

Prudentia is an open source Enterprise Strategic Intelligence Platform that helps organizations make explainable, long-term business decisions by modeling risks, weaknesses, and downstream consequences before action is taken. It uses a human-in-the-loop design to build a complete understanding of a business before generating recommendations, ensuring that every strategy is stress-tested for resilience, customer impact, and market disruption. Prudentia is designed to eliminate blind spots, reduce boom-and-bust cycles, and create sustainable systems where business success and customer prosperity reinforce each other. https://roxanneardary.com/prudentia/

Magistrate Title Services is an open-source, AGPL-3.0+ platform that modernizes real estate title and escrow processes using a hybrid blockchain architecture, AI-powered verification, and encrypted data systems. It combines public blockchain transparency with permissioned legal recordkeeping to improve security, reduce fraud, and increase trust in property transactions. https://roxanneardary.com/magistrate-title-services/

LoanSphere is an open source specification for connected lending systems, providing a modular framework for defining, managing, and integrating loan programs. It enables lenders and financial organizations to configure qualification criteria, interest rates, repayment structures, workflows, documentation, and lending operations while maintaining control over their own policies and requirements. https://roxanneardary.com/loansphere/

HandsOn Studio is a gesture-driven creative system that transforms hand movement into drawing, design, learning, and spatial expression in real time. It combines modular creative tools, attribute-based color and material control, and immersive 2D/3D rendering with integrated education, recording, and greenscreen compositing modules. The platform is designed to let users create, learn, and present visual work directly through motion, turning physical gestures into a unified interface for artistic and interactive digital environments. https://roxanneardary.com/handson-studio/

Idea2Reality is an AGPL-3.0+ open-source industrial intelligence platform that transforms ideas into manufacturable hardware and software systems, optimizing across manufacturing, logistics, geography, labor, and cost. It integrates AI-driven design, real-world feasibility analysis, 3D system visualization, workforce and apprenticeship mapping, and continuous memory-based learning to generate end-to-end production and execution plans. https://roxanneardary.com/idea2reality/

OpenDiagnose is an open-source, AGPL-3.0+ modular diagnostic system that turns real-world visual input into structured, actionable repair guidance. Using wearable or edge-connected vision hardware, interchangeable AI models, and domain-specific knowledge packs, it identifies faults across mechanical, electrical, agricultural, and infrastructure systems. Designed as a commons-driven platform, it separates hardware, software, and diagnostic logic into replaceable modules so the system can evolve without vendor lock-in or closed components. https://roxanneardary.com/opendiagnose/

RAISE – AI Vigilance for a Safer Tomorrow is an open-source AI early warning system that predicts hazards, delivers actionable alerts, and engages communities. Modular, globally deployable, and ethically governed, it supports floods, storms, wildfires, disease outbreaks, and more. https://roxanneardary.com/raise/

OrePulse is an open-source platform that maps and tracks all magnetic minerals—including magnetite, iron sands, and rare earth elements—across the United States. Combining geospatial LIDAR data, corporate intelligence, and predictive analytics, OrePulse provides interactive maps, dashboards, and network visualizations of mines, companies, and key personnel. Designed for transparency, research, and public engagement, it connects geology with technology, allowing users to explore mineral resources, production data, and corporate networks. https://roxanneardary.com/orepulse/

Nimbus is an open-source, global weather app that delivers hyperlocal forecasts, real-time updates, and advanced visualizations. Built for accuracy and transparency, it combines multiple global weather models, AI-powered predictions, and community-sourced reports, giving users forecasts they can trust and data they can verify. https://roxanneardary.com/nimbus/

LibreOrbit is an open-source, modular satellite networking operating system designed to connect satellites, ground stations, sensors, edge devices, and communities through open and interoperable space infrastructure. Built with a plugin-based architecture and licensed under AGPL-3.0+, LibreOrbit provides a foundation for satellite communications, mission operations, data exchange, autonomous systems, and future space networks. https://roxanneardary.com/libreorbit/

BurpAlert is an open-source AI platform for comprehensive volcano monitoring. It tracks seismic activity, gas emissions, thermal anomalies, eruptions, and subtle volcanic sounds like gurgles, burps, and hiccups. The platform predicts volcanic activity, issues real-time alerts, and provides advanced dashboards, simulations, and citizen science tools for researchers, emergency responders, and educational purposes. https://roxanneardary.com/burpalert/

OpenEnergyOS is a modular platform for simulating, planning, and optimizing large-scale energy transition away from oil dependency. It enables governments and municipalities to model energy systems, costs, legal constraints, and infrastructure changes through transparent, physics-based and economically grounded simulations that turn policy intent into executable system design. https://roxanneardary.com/openenergyos/

Commons Architect is an AI system for designing cooperative business models that help independent professionals share resources, reduce overhead, and eliminate unnecessary middlemen. It provides modular tools for building governance structures, legal and compliance frameworks, financial systems, and shared operational spaces across any industry, enabling users to create sustainable, self-directed cooperative organizations while preserving independence and ownership. https://roxanneardary.com/commons-architect/

ChronicleCRM is an AI-native relationship intelligence platform designed to turn every lead, interaction, and decision into a fully traceable record. Built around natural language capture, prospect memory, and modular industry workflows, it combines CRM functionality with human accountability and auditable AI assistance. The system ensures that every recommendation is explainable, every action has an owner, and every workflow is transparent from input to outcome. https://roxanneardary.com/chroniclecrm/

Open Aerial Autonomous Safety System (OAASS) is a modular, open-source autonomous mobility platform that extends traditional self-driving systems with advanced multi-modal perception, predictive collision avoidance, and an emergency aerial escape capability. Designed under the AGPL-3.0+ license, it integrates real-time sensor fusion, mid-air collision avoidance, and smart infrastructure coordination to create a transparent, safety-first framework for next-generation ground-to-air vehicle autonomy. https://roxanneardary.com/open-aerial-autonomous-safety-system/

FailureMap is an open-source AI venture intelligence platform that analyzes startups through a risk-first, evidence-based lens. Instead of focusing on hype or valuations, it identifies structural weaknesses, market vulnerabilities, and operational failure points using modular analysis engines. Built for transparency and extensibility, FailureMap helps developers, researchers, and analysts understand why companies fail before they scale. https://roxanneardary.com/failuremap/

Internal Credit is an AI-powered, modular financial platform that enables users to borrow against their own savings while continuing to earn returns on their deposited capital. Designed around self-collateralized lending, the platform allows account holders to access up to 70% of their account value, receive AI-guided financial insights, and preserve long-term wealth through a flexible, secure, and extensible banking architecture. https://roxanneardary.com/internal-credit/

Sapient Eval is an open-source, AGPL-3.0+ compliant benchmarking framework for evaluating AI models across accuracy, speed, efficiency, and reasoning performance. Built around a modular, spec-driven architecture, it enables users to define industry-specific evaluation standards, run reproducible tests on locally hosted or remote models, and compare results transparently to establish measurable, empirical performance across synthetic intelligence systems. https://roxanneardary.com/sapient-eval/

StreamAxis is an open-source modular platform for gyroscopic motion control, screen casting, remote interaction, display management, and future holographic computing technologies. Designed to scale from personal devices to enterprise deployments, it provides a flexible foundation for connecting screens, controlling systems through motion, and building next-generation spatial computing experiences under the AGPL-3.0+ license. https://roxanneardary.com/streamaxis/